Ing. Oliver LOHAJ, PhD.

Publikácie

1. (2019) Zuzana Pella, Dominik Pella, Ján Paralič and Oliver Lohaj:
Analysis of the significance of factors influencing the severity of cardiovascular diseases
Conference: Data a znalosti & WIKT 2019 At: Košice, pp. 10-11. October 2019, pp. 1-515

2. (2022) Oliver Lohaj, Zuzana Pella and Ján Paralič:
Data analytics methods for analyzing the impact of factors on early detection of cardiovascular risk
2022 IEEE 20th Jubilee World Symposium on Applied Machine Intelligence and Informatics (SAMI), 2022, pp. 249-254
Piscataway (USA) : Institute of Electrical and Electronics Engineers [online]

3. (2022) Oliver Lohaj:
Aspects of usability in clinical decision support systems
22nd Scientific Conference of Young Researchers (SCYR): proceedings from conference. Košice (Slovakia)
Technical University of Košice, pp. 48-51.

4. (2022) Oliver Lohaj, Ján Paralič and Martin Stašš:
Use of gamification in the teaching process of solving logistic tasks
ICETA 2022 : 20th Anniversary of IEEE International Conference on Emerging eLearning Technologies and Applications :
Proceedings, Piscataway (USA) : Institute of Electrical and Electronics Engineers pp. 382-387 [online].

5. (2023) Oliver Lohaj:
Measuring usability of decision support system for cardiologists
23rd Scientific Conference of Young Researchers (SCYR): proceedings from conference. Košice (Slovakia)
Technical University of Košice, pp. 37-39.

6. (2023) Oliver Lohaj, Miroslava Pavlusová, Zuzana Pella and Ján Paralič:
Modeling the influence of factors associated with atherosclerosis
2023 IEEE 21st World Symposium on Applied Machine Intelligence and Informatics (SAMI), 2023, pp. 63-68
Piscataway (USA) : Institute of Electrical and Electronics Engineers [online]

7. (2023) Oliver Lohaj, Ján Paralič and Ján Jevčák:
Meranie aspektov použiteľnosti systémov pre podporu rozhodovania lekárov
Electrical Engineering and Informatics 14 (EEI 14): Proceedings of the Faculty of Electrical Engineering and Informatics of the
Technical University of Košice .
Košice (Slovakia) : Technical University of Košice pp. 96-101 [CD-ROM].

8. (2023) Ján Paralič, Michal Kolárik, Zuzana Paraličová, Oliver Lohaj and Adam Jozefík:
Perturbation-based explainable AI for ECG sensor data
Applied sciences. Basel (Switzerland) : Multidisciplinary Digital Publishing Institute
Vol. 13, no. 3 (2023), pp. 1-13 [online].

9. (2023) Oliver Lohaj, Ján Paralič, Peter Bednár, Zuzana Paraličová and Matúš Huba:
Unraveling COVID-19 Dynamics via Machine Learning and XAI: Investigating Variant Influence and Prognostic Classification
Machine learning and knowledge extraction. Basel (Switzerland) : Multidisciplinary Digital Publishing Institute
Vol. 5, no. 4 (2023), pp. 1266-1281 [online].

10. (2023) Oliver Lohaj, Ján Paralič and Peter Fedačko:
Usability of medical data analysis tool
Acta Electrotechnica et Informatica. - Košice (Slovakia): Faculty of electrical engineering and informatics
Vol. 23, no. 4 (2023), pp. 24-29 [print, online]. - ISSN 1335-8243

11. (2024) Oliver Lohaj, Ján Paralič, Jakub Ivan Vanko and Daria Kushnir:
Usability of a synthetically generated dataset for decision support
2024 IEEE 22nd World Symposium on Applied Machine Intelligence and Informatics (SAMI), 2024, pp. 1-6
Danvers (USA) : Institute of Electrical and Electronics Engineers. [online]

12. (2024) Oliver Lohaj:
Usability of a ML-based application for medical experts
24th Scientific Conference of Young Researchers (SCYR): proceedings from conference. Košice (Slovakia)
Technical University of Košice, pp. 24-26. ISBN 978-80-553-3474-5

13. (2024) Oliver Lohaj, Ján Paralič and Daniel Onofrej:
Quantitative and qualitative properties of LLM-based data analysis models in terms of their usability
Electrical Engineering and Informatics 15 (EEI 15): Proceedings of the Faculty of Electrical Engineering and Informatics of the
Technical University of Košice .
Košice (Slovakia) : Technical University of Košice pp. 24-26 [CD-ROM]. - ISBN 978-80-553-3474-5

14. (2024) Oliver Lohaj, Ján Paralič, Zuzana Pella, Dominik Pella and Adam Pavlíček:
Conceptually funded usability evaluation of an application for leveraging descriptive data analysis models for cardiovascular research
Diagnostics. Basel (Switzerland) : Multidisciplinary Digital Publishing Institute
Vol. 14, no. 9 (2024), p. 917 [online].

15. (2024) Oliver Lohaj, Ján Paralič and Luka Kuzyk:
A mobile application for enhancing education of scheduling and logistics
ICETA 2024 : 22nd Anniversary of IEEE International Conference on Emerging eLearning Technologies and Applications :
Proceedings, Danvers (USA) : Institute of Electrical and Electronics Engineers pp. 407-412 [online]. - ISBN 979-8-3315-2770-9